Arman Zharmagambetov
10 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(6)
π
Century Club
(10)
Conferences
ICML (5)
EMNLP (2)
NIPS (2)
CVPR (1)
Top co-authors
Keywords
ensemble learning
(2)
tree alternating optimization
(2)
tree-based model
(2)
graph laplacian
(1)
hierarchical classification
(1)
symbolic reasoning
(1)
natural language understanding
(1)
label smoothing
(1)
large-scale classification
(1)
constraint satisfaction
(1)
supervised classification
(1)
alternating optimization
(1)
mathematical optimization
(1)
ensemble method
(1)
portfolio optimization
(1)
model training
(1)
surrogate model
(1)
decision tree
(1)
mixed integer linear programming
(1)
inference efficiency
(1)
Papers
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
ICML 2025
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
ICML 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning
EMNLP 2024
Contrastive Predict-and-Search for Mixed Integer Linear Programs
ICML 2024
GenCO: Generating Diverse Designs with Combinatorial Constraints
ICML 2024
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
NIPS 2023
Towards Better Decision Forests: Forest Alternating Optimization
CVPR 2023
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization
NIPS 2022
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large
EMNLP 2021
Smaller, more accurate regression forests using tree alternating optimization
ICML 2020